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Series Algorithms for Standard Non-negative Matrix Factorization (Matlab Code)

Mathematica 51.23% MATLAB 48.44% M 0.32%

basicnmftool's Introduction

Series Algorithms for Standard Non-negative Matrix Factorization (Matlab Code)

(1) Multiplicative Updates: muOne, muHALF

(2) Alternative Least Squares: parallelALS, fastHALS

(3) Projected Gradient Descent: PGD

(4) Interior Point Gradient: IPG

(5) Quasi Newton Method: QNM, SmoothQNM

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